AutoDiff of function inverse?

Treating ξ and t as independent variables and x as a dependent variable and using the implicit function theorem, you get:

f(x,t) - ξ = 0
∂f/∂t + ∂f/∂x * dx/dt = 0
dx/dt = -∂f/∂x \ ∂f/∂t
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